9 Einträge gefunden

1. Predicting and understanding arterial elasticity from key microstructural features by bidirectional deep learning

   1. Linka, Kevin
   2. Cavinato, Cristina
   3. Humphrey, Jay Dowell
   4. Cyron, Christian J.

   2022 - TUHH Open Research - frei zugänglich
2. Concentration‐specific constitutive modeling of gelatin based on artificial neural networks

   1. Abdolazizi, Kian Philipp
   2. Linka, Kevin
   3. Sprenger, Johanna
   4. Neidhardt, Maximilian
   5. Schlaefer, Alexander
   6. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
3. Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning

   1. Hillgärtner, Markus
   2. Linka, Kevin
   3. Abdolazizi, Kian Philipp
   4. Aydin, Roland C.
   5. Itskov, Mikhail
   6. Cyron, Christian J.

   2021 - TUHH Open Research
4. Constitutive artificial neural networks : a fast and general approach to predictive data-driven constitutive modeling by deep learning

   1. Linka, Kevin
   2. Hillgärtner, Markus
   3. Abdolazizi, Kian Philipp
   4. Aydin, Roland C.
   5. Itskov, Mikhail
   6. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
5. Unraveling the local relation between tissue composition and human brain mechanics through machine learning

   1. Linka, Kevin
   2. Reiter, Nina
   3. Würges, Jasmin
   4. Schicht, Martin
   5. Bräuer, Lars
   6. Cyron, Christian J.
   7. Paulsen, Friedrich

   2021 - TUHH Open Research - frei zugänglich
6. Neural network surgery: combining training with topology optimization

   1. Schiessler, Elisabeth J.
   2. Aydin, Roland C.
   3. Linka, Kevin
   4. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
7. Predictive constitutive modelling of arteries by deep learning

   1. Holzapfel, Gerhard A.
   2. Linka, Kevin
   3. Sherifova, Selda
   4. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
8. Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

   1. Linka, Kevin
   2. Thüring, Johannes
   3. Rieppo, Lassi
   4. Aydin, Roland C.
   5. Cyron, Christian J.
   6. Kuhl, Christiane
   7. Merhof, Dorit

   2021 - TUHH Open Research
9. Identification of the concentration‐dependent viscoelastic constitutive parameters of gelatin by combining computational mechanics and machine learning

   1. Abdolazizi, Kian Philipp
   2. Linka, Kevin
   3. Sprenger, Johanna
   4. Neidhardt, Maximilian
   5. Schlaefer, Alexander
   6. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich